Innovative AI/ML Engineer and Hardware Systems Architect with a strong foundation in full-stack development, large-scale LLM pretraining, and custom IC frontend design. Proven track record of scaling AI SaaS platforms from inception to 10,000+ users and architecting RISC-V microarchitectures — bridging high-level AI models and efficient, differentiable electronic design workflows.
Get in touchExperience
Freelance — AI/ML & Hardware
Apr 2026 – Present- Architected and generated large-scale pretraining and supervised fine-tuning (SFT) datasets for custom ML applications.
- Engineered specialized FPGA IP cores for high-security and sensitive hardware environments.
Copysense AI · Lumees AI
May 2024 – Apr 2026- Led the end-to-end development of Copysense AI — from GPT-3.5 to a SaaS platform supporting 90+ content types, reaching 10,000+ global users.
- Curated and processed a 6T+ token corpus to train a proprietary 3B-parameter multilingual LLM, plus text, code, and image embedding models.
DEKAP — Assistant General Manager
Sep 2022 – May 2024- Promoted from Foreign Sales Specialist to Assistant General Manager, directing global positioning for PVD and thin-film coating services.
- Orchestrated corporate R&D, managed financial accounts, and cultivated strategic international client relationships.
Yaratıcı Dijital — Founder
Sep 2021 – Sep 2022- Founded and scaled a digital agency delivering web design, e-commerce, and advertising to 400+ clients.
- Directed a cross-functional team of five across Shopify, Webflow, Wix, and Laravel.
DEKAP — IT Consultant
Apr 2021 – Oct 2021- Architected and deployed server infrastructure, internal networks, and device-security tracking.
- Built custom software to streamline PVD coating workflows.
Freelance — Engineer & Designer
Jun 2016 – Apr 2021- Delivered graphic and brand identity design for an international client base.
- Engineered bespoke Java and Python libraries and applications; early R&D in AI-driven image recognition.
Skills
AI & Data Science
- LLM pretraining & fine-tuning
- Synthetic data generation
- Massive corpus creation (6T+ tokens)
- Text / code / image embeddings
- Differentiable EDA
Hardware & Architecture
- IC frontend & FPGA IP
- RISC-V microarchitectures (RV32IMC)
- System-on-Chip integration
- AXI & Wishbone interconnects
- Hardware-rooted post-quantum crypto
- HW acceleration (genomics / bioinformatics)
Languages & Frameworks
- Python
- Java
- JavaScript
- Rust
- SpinalHDL
- JAX
- Laravel
- Electron
Web & Full-Stack
- Full-stack web development
- Low-code / no-code (Bubble, Wix, Webflow, Shopify)
- UI/UX & graphic design
Education
BSc, Molecular Biology & Genetics
Istanbul Technical University
2015 – 2020
Certifications
ISO 27001ISO 26262EU AI Act